Incorporating time-varying seasonality in forecast models

Seasonality is very common in real-world time series. Many series vary in periodic, regular ways. For example, ice cream sales tend to be higher in warmer holiday months, while counts of migratory birds fluctuate strongly around the annual migration cycle. Because of how pervasive seasonality is, many time series and …